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A GUI software for simple machine learning (ML) tasks in Windows.

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phatdatnguyen/JadeML

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JadeML

A GUI software for simple machine learning (ML) tasks in Windows.

Main window

Features

  • Graphical user interface with flow diagram for each ML task
  • MDI application, multiple ML tasks can be run at a time
  • Data scaling & dimensionality reduction
  • Choose, customize, and train various ML models
  • Testing and making prediction using trained models
  • Graphical visualization

Download and install

  • Visit our release page and download the latest installer.
  • Run the installer
  • Some datasets are available in the SampleDatasets folder

Supported models

  • Logistic Regression
  • k-Nearest Neighbors
  • Naive Bayes
  • Decision Tree
  • Random Forest
  • Linear Regression
  • Support Vector Machine (SVM)
  • Multilayer Perceptron (MLP)

*** The ML models in this software are from Accord.net and TorchSharp frameworks.